Eran Feit Courses

Fine-Tuning ConvNeXT Vision Transformer for Custom Dog Breed Classification

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Master fine-tuning ConvNeXT Vision Transformer for custom dog breed classification using PyTorch and Hugging Face. Learn to process datasets, implement training loops with validation, and deploy your model for accurate predictions.

• YouTube
• 32 minutes
• Self-Paced
• Free Video

Transfer Learning Using Keras

Learn to classify car brands using transfer learning with Keras and ResNet50. Hands-on tutorial covers dataset preparation, model configuration, training, and prediction visualization.

• YouTube
• 25 minutes
• Self-Paced
• Free Video

Convolutional Neural Networks - Deep Learning Basics with Python, TensorFlow and Keras

Learn to build and train a convolutional neural network for chess piece image classification using Python, TensorFlow, and Keras. Covers dataset preparation, model creation, and prediction testing.

• YouTube
• 41 minutes
• Self-Paced
• Free Video

How to Classify Natural Scenes Using Tensorflow, Python, and CNN

Learn to classify natural scenes using TensorFlow and CNN. Build, train, and test a model for image classification with Python, covering dataset preparation, model creation, and prediction.

• YouTube
• 35 minutes
• Self-Paced
• Free Video

Transfer Learn in Weather Images

Learn to classify weather images using transfer learning with Python, TensorFlow, and VGG19. Covers dataset preparation, model implementation, and image prediction.

• YouTube
• 38 minutes
• Self-Paced
• Free Video

Deep Learning in Weather Images - Using TensorFlow and CNN

Learn to build a CNN model using TensorFlow and Keras to predict weather scenes from images. Covers dataset preparation, model creation, training, and testing.

• YouTube
• 43 minutes
• Self-Paced
• Free Video

Cancer Detection in Brain Using Deep Learning

Learn to detect brain tumors using deep learning, CNN, and TensorFlow. Build, train, and test a model for classifying brain images with hands-on coding and practical implementation.

• YouTube
• 40 minutes
• Self-Paced
• Free Video

How to Classify Flowers Using Deep Learning

Learn to build a convolutional neural network for flower image classification using TensorFlow and Keras, from dataset preparation to model testing and prediction.

• YouTube
• 37 minutes
• Self-Paced
• Free Video

Teeth Detection Using YOLOv8 and Python

Learn to detect and label teeth using YOLOv8 and Python. Master dataset preparation, model training, and making predictions with bounding boxes in this hands-on tutorial.

• YouTube
• 34 minutes
• Self-Paced
• Free Video

Train Your Own Object Detector with Detectron2

Learn to build a custom object detector using Detectron2. Step-by-step guide covers dataset preparation, model training, and making predictions on new images. Ideal for beginners in deep learning and computer vision.

• YouTube
• 37 minutes
• Self-Paced
• Free Video

Dog Segmentation with YOLOv8 for Images and Videos

Learn to segment dogs in images and videos using YOLOv8 and Python. Train AI, isolate dogs from backgrounds, and merge with custom scenes. Step-by-step guide with code included.

• YouTube
• 32 minutes
• Self-Paced
• Free Video

Dog Breed Detection using YOLOv8 and Deep Learning

Learn to build a YOLOv8-based dog breed detection system using deep learning. Master data preparation, model training, and making predictions with bounding boxes.

• YouTube
• 38 minutes
• Self-Paced
• Free Video

Deep Learning for Basketball Game Detection - YOLOv8 Object Detection Tutorial

Develop a custom YOLOv8 model for real-time basketball object detection, covering automatic labeling, model training, and live inference on game footage.

• YouTube
• 39 minutes
• Self-Paced
• Free Video

Creating a Horse Race Detection Model using Deep Learning

Learn to create a horse race detection model using deep learning without a pre-existing dataset. Extract frames, automate annotations, train YOLOv8, and apply the model to videos for real-time object detection.

• YouTube
• 46 minutes
• Self-Paced
• Free Video

Detecting Underwater Objects with YOLO-NAS Deep Learning

Learn to implement underwater object detection using YOLO-NAS and Python. Covers model import, custom dataset training, and making predictions with bounding boxes for sea images.

• YouTube
• 24 minutes
• Self-Paced
• Free Video